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Adversarial false data injection attacks on deep learning-based short-term wind speed forecasting Journal article
Yang, Lei, Liang, Gaoshen, Yang, Yanrong, Ruan, Jiaqi, Yu, Peipei, Yang, Chao. Adversarial false data injection attacks on deep learning-based short-term wind speed forecasting[J]. IET Renewable Power Generation, 2024, 18(7), 1370-1379.
Authors:  Yang, Lei;  Liang, Gaoshen;  Yang, Yanrong;  Ruan, Jiaqi;  Yu, Peipei; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:2.6/2.8 | Submit date：2024/02/22
Adversarial False Data Injection Attack  Cyber Threat  Deep Learning  Renewable Energy  Resilience  Wind Speed Forecasting  
Data-Driven Nonparametric Probabilistic Optimal Power Flow: An Integrated Probabilistic Forecasting and Analysis Methodology Journal article
Li, Yunyi, Wan, Can, Cao, Zhaojing, Song, Yonghua. Data-Driven Nonparametric Probabilistic Optimal Power Flow: An Integrated Probabilistic Forecasting and Analysis Methodology[J]. IEEE Transactions on Power Systems, 2023, 38(6), 5820-5833.
Authors:  Li, Yunyi;  Wan, Can;  Cao, Zhaojing;  Song, Yonghua
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:6.5/7.4 | Submit date：2023/12/04
Data-driven  Probabilistic Forecasting  Probabilistic Optimal Power Flow  Renewable Energy  Similarity Measurement  Uncertainty  
Integrated Load Consumption and PV Output Forecasting of Net-zero Energy Buildings Considering KNN-GAN Data Augmentation Conference paper
Iao Hou Wang, LAO KENG WENG. Integrated Load Consumption and PV Output Forecasting of Net-zero Energy Buildings Considering KNN-GAN Data Augmentation[C], 2023, 399 - 406.
Authors:  Iao Hou Wang;  LAO KENG WENG
Favorite | TC[Scopus]:0 | Submit date：2023/08/29
Gan  Knn  Load Forecasting  Lstm  Net-zero Energy Building  Pv Power Forecasting  Transformer  
Integrated Load Consumption and PV Output Forecasting of Net-zero Energy Buildings Considering KNN-GAN Data Augmentation Conference paper
Iao,Hou Wang, Lao,Keng Weng. Integrated Load Consumption and PV Output Forecasting of Net-zero Energy Buildings Considering KNN-GAN Data Augmentation[C], 2023, 399 - 406.
Authors:  Iao,Hou Wang;  Lao,Keng Weng
Favorite | TC[Scopus]:0 | Submit date：2023/08/03
Gan  Knn  Load Forecasting  Lstm  Net-zero Energy Building  Pv Power Forecasting  Transformer  
Learning-based Solar Power and Load Forecasting in DC Net-zero Energy Building with Incomplete Data Conference paper
Hou-Wang Iao, Keng-Weng Lao, Jing Kang. Learning-based Solar Power and Load Forecasting in DC Net-zero Energy Building with Incomplete Data[C], 2022, 583-589.
Authors:  Hou-Wang Iao;  Keng-Weng Lao;  Jing Kang
Favorite | TC[Scopus]:1 | Submit date：2023/01/30
Net-zero Energy Building  Load Forecasting  Pv Power Forecasting  Lstm  
Wind speed forecast based on combined theory, multi-objective optimisation, and sub-model selection Journal article
Fu, Tonglin, Zhang, Shenghui. Wind speed forecast based on combined theory, multi-objective optimisation, and sub-model selection[J]. SOFT COMPUTING, 2022, 26(24), 13615-13638.
Authors:  Fu, Tonglin;  Zhang, Shenghui
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.1/3.2 | Submit date：2023/01/30
Wind Energy  Wind Speed Forecasting  Sub-model Selection  Combined Model  Multi-objective Optimisation  
Cost-Oriented Prediction Intervals: On Bridging the Gap Between Forecasting and Decision Journal article
Zhao, Changfei, Wan, Can, Song, Yonghua. Cost-Oriented Prediction Intervals: On Bridging the Gap Between Forecasting and Decision[J]. IEEE Transactions on Power Systems, 2022, 37(4), 3048-3062.
Authors:  Zhao, Changfei;  Wan, Can;  Song, Yonghua
Favorite | TC[WOS]:32 TC[Scopus]:37  IF:6.5/7.4 | Submit date：2022/05/13
Costs  Decision Making  Decision Making  Forecasting  Forecasting  Machine Learning  Prediction Interval  Probabilistic Logic  Renewable Energy  Renewable Energy Sources  Uncertainty  Uncertainty  Wind Power Generation  
Wind speed forecasting based on multi-objective grey wolf optimisation algorithm, weighted information criterion, and wind energy conversion system: A case study in Eastern China Journal article
Wang, Chen, Zhang, Shenghui, Xiao, Ling, Fu, Tonglin. Wind speed forecasting based on multi-objective grey wolf optimisation algorithm, weighted information criterion, and wind energy conversion system: A case study in Eastern China[J]. ENERGY CONVERSION AND MANAGEMENT, 2021, 243, 114402.
Authors:  Wang, Chen;  Zhang, Shenghui;  Xiao, Ling;  Fu, Tonglin
Favorite | TC[WOS]:47 TC[Scopus]:49  IF:9.9/9.8 | Submit date：2021/12/08
Combined Forecasting Model  Model Selection  Multi-objective Algorithm  Wind Energy Conversion  
Theories, Methodologies and Applications of Probabilistic Forecasting for Power Systems with Renewable Energy Sources 新能源电力系统概率预测理论与方法及其应用 Journal article
Wan,Can, Song,Yonghua. Theories, Methodologies and Applications of Probabilistic Forecasting for Power Systems with Renewable Energy Sources 新能源电力系统概率预测理论与方法及其应用[J]. Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2021, 45(1), 2-16.
Authors:  Wan,Can;  Song,Yonghua
Favorite | TC[Scopus]:83 | Submit date：2021/03/09
Artificial Intelligence  Power System  Prediction Interval  Probabilistic Forecasting  Renewable Energy  Uncertainty  
Smart energy forecasting strategy with four machine learning models for climate-sensitive and non-climate sensitive conditions Journal article
Ahmad, Tanveer, Huanxin, Chen, Zhang, Dongdong, Zhang, Hongcai. Smart energy forecasting strategy with four machine learning models for climate-sensitive and non-climate sensitive conditions[J]. Energy, 2020, 198, 117283.
Authors:  Ahmad, Tanveer;  Huanxin, Chen;  Zhang, Dongdong;  Zhang, Hongcai
Favorite | TC[WOS]:26 TC[Scopus]:31  IF:9.0/8.2 | Submit date：2021/09/09
Supervised Learning  Utilities And Building Consumption  Energy Forecasting  Imbalanced Data Handling  Performance Correlation  Energy Benchmark